dair-ai / ML-Papers-of-the-WeekLinks
๐ฅHighlighting the top ML papers every week.
โ11,288Updated last month
Alternatives and similar repositories for ML-Papers-of-the-Week
Users that are interested in ML-Papers-of-the-Week are comparing it to the libraries listed below
Sorting:
- notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and producโฆโ5,753Updated this week
- Explanation to key concepts in MLโ7,585Updated this week
- The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.โ7,645Updated 10 months ago
- Machine Learning Engineering Open Bookโ13,840Updated this week
- ๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial โฆโ3,257Updated 5 months ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinksโ6,898Updated 10 months ago
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.โ12,174Updated this week
- Awesome-LLM: a curated list of Large Language Modelโ23,593Updated 3 weeks ago
- Go ahead and axolotl questionsโ9,470Updated this week
- Robust recipes to align language models with human and AI preferencesโ5,196Updated last month
- A guidance language for controlling large language models.โ20,238Updated last week
- QLoRA: Efficient Finetuning of Quantized LLMsโ10,446Updated 11 months ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"โ12,008Updated 5 months ago
- LLM Finetuning with peftโ2,479Updated 3 months ago
- A curated list of reinforcement learning with human feedback resources (continually updated)โ3,949Updated last month
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.โ5,960Updated last month
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We alsโฆโ17,395Updated this week
- A curated list of Large Language Model (LLM) Interpretability resources.โ1,336Updated 5 months ago
- Latest Advances on Multimodal Large Language Modelsโ15,350Updated 2 weeks ago
- DSPy: The framework for programmingโnot promptingโlanguage modelsโ24,538Updated this week
- PyTorch native post-training libraryโ5,217Updated this week
- General technology for enabling AI capabilities w/ LLMs and MLLMsโ4,002Updated this week
- Structured Text Generationโ11,666Updated this week
- A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)โ9,906Updated last year
- ๐ค PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.โ18,598Updated this week
- Train transformer language models with reinforcement learning.โ13,971Updated this week
- ImageBind One Embedding Space to Bind Them Allโ8,663Updated 10 months ago
- A language for constraint-guided and efficient LLM programming.โ3,943Updated last week
- llama3 implementation one matrix multiplication at a timeโ14,982Updated last year
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.โ52,817Updated 2 weeks ago